The Impact of Working-Memory Training on Children's Cognitive and Noncognitive Skills
In: Journal of political economy, S. 000-000
ISSN: 1537-534X
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In: Journal of political economy, S. 000-000
ISSN: 1537-534X
In: NHH Dept. of Economics Discussion Paper No. 09/2020
SSRN
Working paper
In: CESifo Working Paper No. 11010
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In: University of Zurich, Department of Economics, Working Paper No. 347, 2020
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Working paper
In: IZA Discussion Paper No. 13338
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Working paper
In: Developmental science, Band 26, Heft 1
ISSN: 1467-7687
AbstractThe potential benefits and mechanistic effects of working memory training (WMT) in children are the subject of much research and debate. We show that after five weeks of school‐based, adaptive WMT 6–9 year‐old primary school children had greater activity in prefrontal and striatal brain regions, higher task accuracy, and reduced intra‐individual variability in response times compared to controls. Using a sequential sampling decision model, we demonstrate that this reduction in intra‐individual variability can be explained by changes to the evidence accumulation rates and thresholds. Critically, intra‐individual variability is useful in quantifying the immediate impact of cognitive training interventions, being a better predictor of academic skills and well‐being 6–12 months after the end of training than task accuracy. Taken together, our results suggest that attention control is the initial mechanism that leads to the long‐run benefits from adaptive WMT. Selective and sustained attention abilities may serve as a scaffold for subsequent changes in higher cognitive processes, academic skills, and general well‐being. Furthermore, these results highlight that the selection of outcome measures and the timing of the assessments play a crucial role in detecting training efficacy. Thus, evaluating intra‐individual variability, during or directly after training could allow for the early tailoring of training interventions in terms of duration or content to maximise their impact.